Dataset statistics
| Number of variables | 25 |
|---|---|
| Number of observations | 10142 |
| Missing cells | 4 |
| Missing cells (%) | < 0.1% |
| Duplicate rows | 14 |
| Duplicate rows (%) | 0.1% |
| Total size in memory | 4.1 MiB |
| Average record size in memory | 428.5 B |
Variable types
| Text | 3 |
|---|---|
| Categorical | 1 |
| Numeric | 21 |
| Dataset has 14 (0.1%) duplicate rows | Duplicates |
Ave is highly overall correlated with Cum Ave and 5 other fields | High correlation |
Ct is highly overall correlated with Cum Inns Total and 3 other fields | High correlation |
Cum Ave is highly overall correlated with Ave and 6 other fields | High correlation |
Cum Inns Total is highly overall correlated with Ct and 7 other fields | High correlation |
Cum Runs Total is highly overall correlated with Ave and 8 other fields | High correlation |
Cum SR is highly overall correlated with Ave and 5 other fields | High correlation |
Cumulative Econ is highly overall correlated with Cumulative Inns and 6 other fields | High correlation |
Cumulative Inns is highly overall correlated with Cumulative Econ and 6 other fields | High correlation |
Cumulative Overs is highly overall correlated with Cumulative Econ and 6 other fields | High correlation |
Cumulative Runs is highly overall correlated with Cumulative Econ and 6 other fields | High correlation |
Cumulative Wkts is highly overall correlated with Cumulative Econ and 6 other fields | High correlation |
D/I is highly overall correlated with Ct and 1 other fields | High correlation |
Dis is highly overall correlated with Ct and 3 other fields | High correlation |
Econ is highly overall correlated with Cumulative Econ and 5 other fields | High correlation |
Inns is highly overall correlated with Ave and 5 other fields | High correlation |
Mat is highly overall correlated with Cum Inns Total and 2 other fields | High correlation |
Overs is highly overall correlated with Cumulative Econ and 6 other fields | High correlation |
Runs is highly overall correlated with Ave and 7 other fields | High correlation |
SR is highly overall correlated with Ave and 4 other fields | High correlation |
Wkts is highly overall correlated with Cumulative Econ and 5 other fields | High correlation |
Inns has 913 (9.0%) zeros | Zeros |
Runs has 1461 (14.4%) zeros | Zeros |
SR has 1461 (14.4%) zeros | Zeros |
Ave has 1461 (14.4%) zeros | Zeros |
Cum Ave has 762 (7.5%) zeros | Zeros |
Cum Runs Total has 762 (7.5%) zeros | Zeros |
Cum Inns Total has 438 (4.3%) zeros | Zeros |
Cum SR has 762 (7.5%) zeros | Zeros |
Overs has 3582 (35.3%) zeros | Zeros |
Wkts has 4730 (46.6%) zeros | Zeros |
Econ has 3581 (35.3%) zeros | Zeros |
Cumulative Overs has 2943 (29.0%) zeros | Zeros |
Cumulative Wkts has 3743 (36.9%) zeros | Zeros |
Cumulative Runs has 2942 (29.0%) zeros | Zeros |
Cumulative Inns has 2942 (29.0%) zeros | Zeros |
Cumulative Econ has 2942 (29.0%) zeros | Zeros |
Dis has 1858 (18.3%) zeros | Zeros |
Ct has 1880 (18.5%) zeros | Zeros |
St has 9333 (92.0%) zeros | Zeros |
D/I has 1854 (18.3%) zeros | Zeros |
Reproduction
| Analysis started | 2024-10-28 06:47:19.528291 |
|---|---|
| Analysis finished | 2024-10-28 06:49:46.107833 |
| Duration | 2 minutes and 26.58 seconds |
| Software version | ydata-profiling v4.8.3 |
| Download configuration | config.json |
player_id
Text
| Distinct | 3044 |
|---|---|
| Distinct (%) | 30.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 643.9 KiB |
Length
| Max length | 8 |
|---|---|
| Median length | 8 |
| Mean length | 8 |
| Min length | 8 |
Characters and Unicode
| Total characters | 81136 |
|---|---|
| Distinct characters | 16 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 921 ? |
|---|---|
| Unique (%) | 9.1% |
Sample
| 1st row | 1d45c01a |
|---|---|
| 2nd row | 1d45c01a |
| 3rd row | 321be7e3 |
| 4th row | 58c2fac4 |
| 5th row | 6ef13460 |
| Value | Count | Frequency (%) |
| 67a9fe72 | 24 | 0.2% |
| 3d5d51a5 | 24 | 0.2% |
| 249d60c9 | 19 | 0.2% |
| 99b75528 | 18 | 0.2% |
| 8a75e999 | 17 | 0.2% |
| 0a8fce53 | 17 | 0.2% |
| ffe699c0 | 17 | 0.2% |
| 62af8546 | 16 | 0.2% |
| 3ff033bb | 16 | 0.2% |
| 1212cbec | 16 | 0.2% |
| Other values (3034) | 9958 |
Most occurring characters
| Value | Count | Frequency (%) |
| d | 5286 | 6.5% |
| e | 5253 | 6.5% |
| b | 5227 | 6.4% |
| a | 5219 | 6.4% |
| c | 5132 | 6.3% |
| 9 | 5108 | 6.3% |
| 7 | 5086 | 6.3% |
| 3 | 5081 | 6.3% |
| 2 | 5071 | 6.2% |
| 1 | 5045 | 6.2% |
| Other values (6) | 29628 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 81136 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| d | 5286 | 6.5% |
| e | 5253 | 6.5% |
| b | 5227 | 6.4% |
| a | 5219 | 6.4% |
| c | 5132 | 6.3% |
| 9 | 5108 | 6.3% |
| 7 | 5086 | 6.3% |
| 3 | 5081 | 6.3% |
| 2 | 5071 | 6.2% |
| 1 | 5045 | 6.2% |
| Other values (6) | 29628 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 81136 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| d | 5286 | 6.5% |
| e | 5253 | 6.5% |
| b | 5227 | 6.4% |
| a | 5219 | 6.4% |
| c | 5132 | 6.3% |
| 9 | 5108 | 6.3% |
| 7 | 5086 | 6.3% |
| 3 | 5081 | 6.3% |
| 2 | 5071 | 6.2% |
| 1 | 5045 | 6.2% |
| Other values (6) | 29628 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 81136 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| d | 5286 | 6.5% |
| e | 5253 | 6.5% |
| b | 5227 | 6.4% |
| a | 5219 | 6.4% |
| c | 5132 | 6.3% |
| 9 | 5108 | 6.3% |
| 7 | 5086 | 6.3% |
| 3 | 5081 | 6.3% |
| 2 | 5071 | 6.2% |
| 1 | 5045 | 6.2% |
| Other values (6) | 29628 |
Player
Text
| Distinct | 3024 |
|---|---|
| Distinct (%) | 29.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 668.8 KiB |
Length
| Max length | 22 |
|---|---|
| Median length | 19 |
| Mean length | 10.517945 |
| Min length | 5 |
Characters and Unicode
| Total characters | 106673 |
|---|---|
| Distinct characters | 55 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 909 ? |
|---|---|
| Unique (%) | 9.0% |
Sample
| 1st row | A Andrews |
|---|---|
| 2nd row | A Andrews |
| 3rd row | A Ashok |
| 4th row | A Athanaze |
| 5th row | A Balbirnie |
| Value | Count | Frequency (%) |
| s | 312 | 1.5% |
| khan | 256 | 1.2% |
| a | 243 | 1.2% |
| r | 206 | 1.0% |
| m | 205 | 1.0% |
| ali | 197 | 1.0% |
| d | 182 | 0.9% |
| t | 178 | 0.9% |
| singh | 170 | 0.8% |
| mohammad | 162 | 0.8% |
| Other values (3293) | 18507 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 13686 | 12.8% |
| 10476 | 9.8% | |
| i | 5735 | 5.4% |
| e | 5532 | 5.2% |
| n | 5311 | 5.0% |
| r | 4914 | 4.6% |
| h | 4806 | 4.5% |
| l | 3538 | 3.3% |
| o | 3386 | 3.2% |
| m | 3320 | 3.1% |
| Other values (45) | 45969 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 106673 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 13686 | 12.8% |
| 10476 | 9.8% | |
| i | 5735 | 5.4% |
| e | 5532 | 5.2% |
| n | 5311 | 5.0% |
| r | 4914 | 4.6% |
| h | 4806 | 4.5% |
| l | 3538 | 3.3% |
| o | 3386 | 3.2% |
| m | 3320 | 3.1% |
| Other values (45) | 45969 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 106673 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 13686 | 12.8% |
| 10476 | 9.8% | |
| i | 5735 | 5.4% |
| e | 5532 | 5.2% |
| n | 5311 | 5.0% |
| r | 4914 | 4.6% |
| h | 4806 | 4.5% |
| l | 3538 | 3.3% |
| o | 3386 | 3.2% |
| m | 3320 | 3.1% |
| Other values (45) | 45969 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 106673 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 13686 | 12.8% |
| 10476 | 9.8% | |
| i | 5735 | 5.4% |
| e | 5532 | 5.2% |
| n | 5311 | 5.0% |
| r | 4914 | 4.6% |
| h | 4806 | 4.5% |
| l | 3538 | 3.3% |
| o | 3386 | 3.2% |
| m | 3320 | 3.1% |
| Other values (45) | 45969 |
Country
Text
| Distinct | 97 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 648.7 KiB |
Length
| Max length | 24 |
|---|---|
| Median length | 14 |
| Mean length | 8.4854072 |
| Min length | 4 |
Characters and Unicode
| Total characters | 86059 |
|---|---|
| Distinct characters | 51 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Switzerland |
|---|---|
| 2nd row | Switzerland |
| 3rd row | New Zealand |
| 4th row | West Indies |
| 5th row | Ireland |
| Value | Count | Frequency (%) |
| new | 455 | 3.5% |
| india | 380 | 2.9% |
| pakistan | 330 | 2.5% |
| indies | 326 | 2.5% |
| south | 326 | 2.5% |
| west | 326 | 2.5% |
| sri | 325 | 2.5% |
| lanka | 325 | 2.5% |
| zimbabwe | 319 | 2.5% |
| africa | 308 | 2.4% |
| Other values (103) | 9595 |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 13977 | |
| n | 7438 | 8.6% |
| i | 6474 | 7.5% |
| e | 6184 | 7.2% |
| r | 4022 | 4.7% |
| t | 3776 | 4.4% |
| l | 3640 | 4.2% |
| d | 3560 | 4.1% |
| s | 3438 | 4.0% |
| 2873 | 3.3% | |
| Other values (41) | 30677 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 86059 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| a | 13977 | |
| n | 7438 | 8.6% |
| i | 6474 | 7.5% |
| e | 6184 | 7.2% |
| r | 4022 | 4.7% |
| t | 3776 | 4.4% |
| l | 3640 | 4.2% |
| d | 3560 | 4.1% |
| s | 3438 | 4.0% |
| 2873 | 3.3% | |
| Other values (41) | 30677 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 86059 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| a | 13977 | |
| n | 7438 | 8.6% |
| i | 6474 | 7.5% |
| e | 6184 | 7.2% |
| r | 4022 | 4.7% |
| t | 3776 | 4.4% |
| l | 3640 | 4.2% |
| d | 3560 | 4.1% |
| s | 3438 | 4.0% |
| 2873 | 3.3% | |
| Other values (41) | 30677 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 86059 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| a | 13977 | |
| n | 7438 | 8.6% |
| i | 6474 | 7.5% |
| e | 6184 | 7.2% |
| r | 4022 | 4.7% |
| t | 3776 | 4.4% |
| l | 3640 | 4.2% |
| d | 3560 | 4.1% |
| s | 3438 | 4.0% |
| 2873 | 3.3% | |
| Other values (41) | 30677 |
Season
Categorical
| Distinct | 21 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 618.5 KiB |
| 2024 | |
|---|---|
| 2022 | |
| 2023 | |
| 2023/24 | |
| 2021/22 | |
| Other values (16) |
Length
| Max length | 7 |
|---|---|
| Median length | 4 |
| Mean length | 5.4349241 |
| Min length | 4 |
Characters and Unicode
| Total characters | 55121 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 2021/22 |
|---|---|
| 2nd row | 2022 |
| 3rd row | 2023 |
| 4th row | 2024 |
| 5th row | 2015 |
Common Values
| Value | Count | Frequency (%) |
| 2024 | 1255 | |
| 2022 | 1067 | |
| 2023 | 926 | |
| 2023/24 | 886 | |
| 2021/22 | 823 | 8.1% |
| 2022/23 | 791 | 7.8% |
| 2019/20 | 694 | 6.8% |
| 2019 | 628 | 6.2% |
| 2021 | 604 | 6.0% |
| 2018/19 | 363 | 3.6% |
| Other values (11) | 2105 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| 2024 | 1255 | |
| 2022 | 1067 | |
| 2023 | 926 | |
| 2023/24 | 886 | |
| 2021/22 | 823 | 8.1% |
| 2022/23 | 791 | 7.8% |
| 2019/20 | 694 | 6.8% |
| 2019 | 628 | 6.2% |
| 2021 | 604 | 6.0% |
| 2018/19 | 363 | 3.6% |
| Other values (11) | 2105 |
Most occurring characters
| Value | Count | Frequency (%) |
| 2 | 23388 | |
| 0 | 11179 | |
| 1 | 6083 | 11.0% |
| / | 4851 | 8.8% |
| 3 | 2603 | 4.7% |
| 4 | 2460 | 4.5% |
| 9 | 1685 | 3.1% |
| 5 | 911 | 1.7% |
| 8 | 741 | 1.3% |
| 6 | 685 | 1.2% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 55121 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| 2 | 23388 | |
| 0 | 11179 | |
| 1 | 6083 | 11.0% |
| / | 4851 | 8.8% |
| 3 | 2603 | 4.7% |
| 4 | 2460 | 4.5% |
| 9 | 1685 | 3.1% |
| 5 | 911 | 1.7% |
| 8 | 741 | 1.3% |
| 6 | 685 | 1.2% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 55121 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| 2 | 23388 | |
| 0 | 11179 | |
| 1 | 6083 | 11.0% |
| / | 4851 | 8.8% |
| 3 | 2603 | 4.7% |
| 4 | 2460 | 4.5% |
| 9 | 1685 | 3.1% |
| 5 | 911 | 1.7% |
| 8 | 741 | 1.3% |
| 6 | 685 | 1.2% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 55121 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| 2 | 23388 | |
| 0 | 11179 | |
| 1 | 6083 | 11.0% |
| / | 4851 | 8.8% |
| 3 | 2603 | 4.7% |
| 4 | 2460 | 4.5% |
| 9 | 1685 | 3.1% |
| 5 | 911 | 1.7% |
| 8 | 741 | 1.3% |
| 6 | 685 | 1.2% |
Mat
Real number (ℝ)
HIGH CORRELATION
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.0649773 |
| Minimum | 1 |
|---|---|
| Maximum | 24 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.4 KiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 4 |
| Q3 | 7 |
| 95-th percentile | 12 |
| Maximum | 24 |
| Range | 23 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.5190353 |
|---|---|
| Coefficient of variation (CV) | 0.69477809 |
| Kurtosis | 2.3297016 |
| Mean | 5.0649773 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.3856348 |
| Sum | 51369 |
| Variance | 12.383609 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 3 | 1602 | |
| 4 | 1400 | |
| 2 | 1336 | |
| 5 | 1155 | |
| 1 | 1130 | |
| 6 | 876 | |
| 7 | 619 | 6.1% |
| 8 | 498 | 4.9% |
| 9 | 374 | 3.7% |
| 10 | 308 | 3.0% |
| Other values (14) | 844 |
| Value | Count | Frequency (%) |
| 1 | 1130 | |
| 2 | 1336 | |
| 3 | 1602 | |
| 4 | 1400 | |
| 5 | 1155 | |
| 6 | 876 | |
| 7 | 619 | 6.1% |
| 8 | 498 | 4.9% |
| 9 | 374 | 3.7% |
| 10 | 308 | 3.0% |
| Value | Count | Frequency (%) |
| 24 | 5 | < 0.1% |
| 23 | 3 | < 0.1% |
| 22 | 3 | < 0.1% |
| 21 | 8 | 0.1% |
| 20 | 14 | 0.1% |
| 19 | 10 | 0.1% |
| 18 | 30 | |
| 17 | 35 | |
| 16 | 50 | |
| 15 | 70 |
Inns
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 25 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.7316111 |
| Minimum | 0 |
|---|---|
| Maximum | 24 |
| Zeros | 913 |
| Zeros (%) | 9.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 5 |
| 95-th percentile | 10 |
| Maximum | 24 |
| Range | 24 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 3.2176947 |
|---|---|
| Coefficient of variation (CV) | 0.86228029 |
| Kurtosis | 3.0326555 |
| Mean | 3.7316111 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.5381669 |
| Sum | 37846 |
| Variance | 10.353559 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=25)
| Value | Count | Frequency (%) |
| 1 | 1774 | |
| 2 | 1658 | |
| 3 | 1544 | |
| 4 | 1193 | |
| 0 | 913 | |
| 5 | 869 | |
| 6 | 592 | 5.8% |
| 7 | 394 | 3.9% |
| 8 | 324 | 3.2% |
| 9 | 221 | 2.2% |
| Other values (15) | 660 | 6.5% |
| Value | Count | Frequency (%) |
| 0 | 913 | |
| 1 | 1774 | |
| 2 | 1658 | |
| 3 | 1544 | |
| 4 | 1193 | |
| 5 | 869 | |
| 6 | 592 | 5.8% |
| 7 | 394 | 3.9% |
| 8 | 324 | 3.2% |
| 9 | 221 | 2.2% |
| Value | Count | Frequency (%) |
| 24 | 1 | < 0.1% |
| 23 | 2 | < 0.1% |
| 22 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 20 | 4 | < 0.1% |
| 19 | 5 | < 0.1% |
| 18 | 15 | 0.1% |
| 17 | 18 | 0.2% |
| 16 | 29 | |
| 15 | 45 |
Runs
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 450 |
|---|---|
| Distinct (%) | 4.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 58.100079 |
| Minimum | 0 |
|---|---|
| Maximum | 749 |
| Zeros | 1461 |
| Zeros (%) | 14.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| median | 26 |
| Q3 | 78 |
| 95-th percentile | 226 |
| Maximum | 749 |
| Range | 749 |
| Interquartile range (IQR) | 73 |
Descriptive statistics
| Standard deviation | 81.627696 |
|---|---|
| Coefficient of variation (CV) | 1.4049498 |
| Kurtosis | 8.0924354 |
| Mean | 58.100079 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 2.4866284 |
| Sum | 589251 |
| Variance | 6663.0807 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1461 | 14.4% |
| 1 | 349 | 3.4% |
| 2 | 282 | 2.8% |
| 4 | 219 | 2.2% |
| 5 | 207 | 2.0% |
| 3 | 194 | 1.9% |
| 6 | 191 | 1.9% |
| 7 | 174 | 1.7% |
| 8 | 150 | 1.5% |
| 10 | 146 | 1.4% |
| Other values (440) | 6769 |
| Value | Count | Frequency (%) |
| 0 | 1461 | |
| 1 | 349 | 3.4% |
| 2 | 282 | 2.8% |
| 3 | 194 | 1.9% |
| 4 | 219 | 2.2% |
| 5 | 207 | 2.0% |
| 6 | 191 | 1.9% |
| 7 | 174 | 1.7% |
| 8 | 150 | 1.5% |
| 9 | 143 | 1.4% |
| Value | Count | Frequency (%) |
| 749 | 1 | |
| 669 | 1 | |
| 625 | 1 | |
| 612 | 1 | |
| 608 | 1 | |
| 598 | 1 | |
| 597 | 2 | |
| 595 | 1 | |
| 587 | 1 | |
| 575 | 1 |
SR
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 2998 |
|---|---|
| Distinct (%) | 29.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 90.882747 |
| Minimum | 0 |
|---|---|
| Maximum | 600 |
| Zeros | 1461 |
| Zeros (%) | 14.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 51.2875 |
| median | 97.68 |
| Q3 | 127.67 |
| 95-th percentile | 174.622 |
| Maximum | 600 |
| Range | 600 |
| Interquartile range (IQR) | 76.3825 |
Descriptive statistics
| Standard deviation | 57.223108 |
|---|---|
| Coefficient of variation (CV) | 0.62963664 |
| Kurtosis | 2.6886639 |
| Mean | 90.882747 |
| Median Absolute Deviation (MAD) | 35.65 |
| Skewness | 0.48161086 |
| Sum | 921732.82 |
| Variance | 3274.484 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1461 | 14.4% |
| 100 | 422 | 4.2% |
| 50 | 256 | 2.5% |
| 66.66 | 143 | 1.4% |
| 33.33 | 142 | 1.4% |
| 133.33 | 87 | 0.9% |
| 75 | 83 | 0.8% |
| 150 | 75 | 0.7% |
| 125 | 70 | 0.7% |
| 200 | 61 | 0.6% |
| Other values (2988) | 7342 |
| Value | Count | Frequency (%) |
| 0 | 1461 | |
| 5.55 | 1 | < 0.1% |
| 5.88 | 1 | < 0.1% |
| 6.66 | 1 | < 0.1% |
| 7.14 | 2 | < 0.1% |
| 7.31 | 1 | < 0.1% |
| 8.33 | 4 | < 0.1% |
| 8.69 | 1 | < 0.1% |
| 10 | 5 | < 0.1% |
| 10.34 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 600 | 3 | < 0.1% |
| 400 | 11 | |
| 360 | 1 | < 0.1% |
| 350 | 6 | 0.1% |
| 333.33 | 5 | < 0.1% |
| 328.57 | 1 | < 0.1% |
| 306.66 | 1 | < 0.1% |
| 300 | 15 | |
| 288.88 | 1 | < 0.1% |
| 285.71 | 1 | < 0.1% |
Ave
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 1232 |
|---|---|
| Distinct (%) | 12.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 14.982149 |
| Minimum | 0 |
|---|---|
| Maximum | 224 |
| Zeros | 1461 |
| Zeros (%) | 14.4% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 3 |
| median | 10.75 |
| Q3 | 21.5 |
| 95-th percentile | 45 |
| Maximum | 224 |
| Range | 224 |
| Interquartile range (IQR) | 18.5 |
Descriptive statistics
| Standard deviation | 16.5175 |
|---|---|
| Coefficient of variation (CV) | 1.1024786 |
| Kurtosis | 13.301402 |
| Mean | 14.982149 |
| Median Absolute Deviation (MAD) | 8.75 |
| Skewness | 2.5528863 |
| Sum | 151948.96 |
| Variance | 272.8278 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1461 | 14.4% |
| 1 | 343 | 3.4% |
| 2 | 312 | 3.1% |
| 4 | 212 | 2.1% |
| 3 | 212 | 2.1% |
| 5 | 211 | 2.1% |
| 6 | 177 | 1.7% |
| 7 | 174 | 1.7% |
| 8 | 154 | 1.5% |
| 9 | 147 | 1.4% |
| Other values (1222) | 6739 |
| Value | Count | Frequency (%) |
| 0 | 1461 | |
| 0.25 | 1 | < 0.1% |
| 0.33 | 9 | 0.1% |
| 0.5 | 74 | 0.7% |
| 0.6 | 1 | < 0.1% |
| 0.66 | 10 | 0.1% |
| 0.67 | 1 | < 0.1% |
| 0.75 | 4 | < 0.1% |
| 1 | 343 | 3.4% |
| 1.2 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 224 | 1 | |
| 213 | 1 | |
| 211 | 1 | |
| 155 | 1 | |
| 142 | 1 | |
| 138.33 | 1 | |
| 136 | 1 | |
| 134 | 1 | |
| 128 | 1 | |
| 126 | 1 |
Cum Ave
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 3033 |
|---|---|
| Distinct (%) | 29.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.599967 |
| Minimum | 0 |
|---|---|
| Maximum | 126 |
| Zeros | 762 |
| Zeros (%) | 7.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 5 |
| median | 13.2 |
| Q3 | 22.79 |
| 95-th percentile | 39.9975 |
| Maximum | 126 |
| Range | 126 |
| Interquartile range (IQR) | 17.79 |
Descriptive statistics
| Standard deviation | 13.365325 |
|---|---|
| Coefficient of variation (CV) | 0.8567534 |
| Kurtosis | 4.5373361 |
| Mean | 15.599967 |
| Median Absolute Deviation (MAD) | 8.695 |
| Skewness | 1.5184293 |
| Sum | 158214.87 |
| Variance | 178.63192 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 762 | 7.5% |
| 1 | 234 | 2.3% |
| 2 | 195 | 1.9% |
| 5 | 139 | 1.4% |
| 4 | 131 | 1.3% |
| 3 | 123 | 1.2% |
| 6 | 112 | 1.1% |
| 7 | 97 | 1.0% |
| 8 | 81 | 0.8% |
| 10 | 72 | 0.7% |
| Other values (3023) | 8196 |
| Value | Count | Frequency (%) |
| 0 | 762 | |
| 0.17 | 1 | < 0.1% |
| 0.2 | 1 | < 0.1% |
| 0.25 | 3 | < 0.1% |
| 0.29 | 1 | < 0.1% |
| 0.33 | 11 | 0.1% |
| 0.38 | 1 | < 0.1% |
| 0.4 | 4 | < 0.1% |
| 0.43 | 1 | < 0.1% |
| 0.44 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 126 | 1 | |
| 117 | 1 | |
| 116.67 | 1 | |
| 115 | 1 | |
| 112.89 | 1 | |
| 106 | 1 | |
| 104 | 1 | |
| 98 | 1 | |
| 96 | 1 | |
| 95.57 | 1 |
Cum Runs Total
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 1239 |
|---|---|
| Distinct (%) | 12.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 212.88464 |
| Minimum | 0 |
|---|---|
| Maximum | 4145 |
| Zeros | 762 |
| Zeros (%) | 7.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 15 |
| median | 70 |
| Q3 | 249 |
| 95-th percentile | 943 |
| Maximum | 4145 |
| Range | 4145 |
| Interquartile range (IQR) | 234 |
Descriptive statistics
| Standard deviation | 361.90041 |
|---|---|
| Coefficient of variation (CV) | 1.6999837 |
| Kurtosis | 16.522216 |
| Mean | 212.88464 |
| Median Absolute Deviation (MAD) | 66 |
| Skewness | 3.4345442 |
| Sum | 2159076 |
| Variance | 130971.9 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 762 | 7.5% |
| 1 | 238 | 2.3% |
| 2 | 212 | 2.1% |
| 5 | 162 | 1.6% |
| 6 | 131 | 1.3% |
| 4 | 130 | 1.3% |
| 7 | 124 | 1.2% |
| 3 | 124 | 1.2% |
| 8 | 122 | 1.2% |
| 10 | 105 | 1.0% |
| Other values (1229) | 8032 |
| Value | Count | Frequency (%) |
| 0 | 762 | |
| 1 | 238 | 2.3% |
| 2 | 212 | 2.1% |
| 3 | 124 | 1.2% |
| 4 | 130 | 1.3% |
| 5 | 162 | 1.6% |
| 6 | 131 | 1.3% |
| 7 | 124 | 1.2% |
| 8 | 122 | 1.2% |
| 9 | 85 | 0.8% |
| Value | Count | Frequency (%) |
| 4145 | 1 | |
| 3698 | 1 | |
| 3492 | 1 | |
| 3485 | 1 | |
| 3355 | 1 | |
| 3313 | 1 | |
| 3235 | 1 | |
| 3216 | 1 | |
| 3114 | 1 | |
| 3071 | 1 |
Cum Inns Total
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 108 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 12.505817 |
| Minimum | 0 |
|---|---|
| Maximum | 120 |
| Zeros | 438 |
| Zeros (%) | 4.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 3 |
| median | 7 |
| Q3 | 16 |
| 95-th percentile | 43 |
| Maximum | 120 |
| Range | 120 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 14.712554 |
|---|---|
| Coefficient of variation (CV) | 1.1764568 |
| Kurtosis | 6.9899119 |
| Mean | 12.505817 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 2.3335303 |
| Sum | 126834 |
| Variance | 216.45924 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 1 | 904 | 8.9% |
| 2 | 842 | 8.3% |
| 3 | 751 | 7.4% |
| 4 | 742 | 7.3% |
| 5 | 566 | 5.6% |
| 6 | 505 | 5.0% |
| 7 | 489 | 4.8% |
| 0 | 438 | 4.3% |
| 8 | 394 | 3.9% |
| 9 | 328 | 3.2% |
| Other values (98) | 4183 |
| Value | Count | Frequency (%) |
| 0 | 438 | |
| 1 | 904 | |
| 2 | 842 | |
| 3 | 751 | |
| 4 | 742 | |
| 5 | 566 | |
| 6 | 505 | |
| 7 | 489 | |
| 8 | 394 | |
| 9 | 328 | 3.2% |
| Value | Count | Frequency (%) |
| 120 | 1 | |
| 118 | 1 | |
| 116 | 2 | |
| 110 | 1 | |
| 108 | 1 | |
| 106 | 1 | |
| 105 | 1 | |
| 104 | 1 | |
| 103 | 1 | |
| 100 | 1 |
Cum SR
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 5511 |
|---|---|
| Distinct (%) | 54.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 88.993606 |
| Minimum | 0 |
|---|---|
| Maximum | 600 |
| Zeros | 762 |
| Zeros (%) | 7.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 57.0875 |
| median | 95.83 |
| Q3 | 121.0775 |
| 95-th percentile | 156.5395 |
| Maximum | 600 |
| Range | 600 |
| Interquartile range (IQR) | 63.99 |
Descriptive statistics
| Standard deviation | 47.144715 |
|---|---|
| Coefficient of variation (CV) | 0.52975396 |
| Kurtosis | 2.7955782 |
| Mean | 88.993606 |
| Median Absolute Deviation (MAD) | 30.08 |
| Skewness | 0.17317431 |
| Sum | 902573.15 |
| Variance | 2222.6242 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 762 | 7.5% |
| 100 | 175 | 1.7% |
| 50 | 168 | 1.7% |
| 33.33 | 92 | 0.9% |
| 25 | 83 | 0.8% |
| 66.66 | 61 | 0.6% |
| 75 | 52 | 0.5% |
| 16.67 | 44 | 0.4% |
| 40 | 35 | 0.3% |
| 133.33 | 33 | 0.3% |
| Other values (5501) | 8637 |
| Value | Count | Frequency (%) |
| 0 | 762 | |
| 2.5 | 1 | < 0.1% |
| 2.94 | 1 | < 0.1% |
| 3.57 | 1 | < 0.1% |
| 4.17 | 3 | < 0.1% |
| 4.44 | 1 | < 0.1% |
| 4.76 | 1 | < 0.1% |
| 5 | 4 | < 0.1% |
| 5.55 | 2 | < 0.1% |
| 5.71 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 600 | 2 | |
| 400 | 1 | < 0.1% |
| 350 | 1 | < 0.1% |
| 333.33 | 1 | < 0.1% |
| 328.85 | 1 | < 0.1% |
| 300 | 1 | < 0.1% |
| 278.57 | 1 | < 0.1% |
| 275 | 1 | < 0.1% |
| 266.66 | 3 | |
| 261.53 | 1 | < 0.1% |
Overs
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 338 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.3126306 |
| Minimum | 0 |
|---|---|
| Maximum | 79.4 |
| Zeros | 3582 |
| Zeros (%) | 35.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 13 |
| 95-th percentile | 31 |
| Maximum | 79.4 |
| Range | 79.4 |
| Interquartile range (IQR) | 13 |
Descriptive statistics
| Standard deviation | 10.831502 |
|---|---|
| Coefficient of variation (CV) | 1.3030174 |
| Kurtosis | 3.9693632 |
| Mean | 8.3126306 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.8332422 |
| Sum | 84306.7 |
| Variance | 117.32144 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3582 | |
| 4 | 489 | 4.8% |
| 1 | 368 | 3.6% |
| 2 | 330 | 3.3% |
| 3 | 310 | 3.1% |
| 8 | 303 | 3.0% |
| 6 | 248 | 2.4% |
| 12 | 246 | 2.4% |
| 7 | 234 | 2.3% |
| 5 | 217 | 2.1% |
| Other values (328) | 3815 |
| Value | Count | Frequency (%) |
| 0 | 3582 | |
| 0.1 | 13 | 0.1% |
| 0.2 | 7 | 0.1% |
| 0.3 | 6 | 0.1% |
| 0.4 | 6 | 0.1% |
| 0.5 | 10 | 0.1% |
| 1 | 368 | 3.6% |
| 1.1 | 9 | 0.1% |
| 1.2 | 9 | 0.1% |
| 1.3 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 79.4 | 1 | |
| 74 | 1 | |
| 73.4 | 1 | |
| 73 | 1 | |
| 68.5 | 1 | |
| 68.1 | 1 | |
| 68 | 1 | |
| 67.4 | 1 | |
| 66.5 | 1 | |
| 65 | 1 |
Wkts
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 34 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.7388089 |
| Minimum | 0 |
|---|---|
| Maximum | 41 |
| Zeros | 4730 |
| Zeros (%) | 46.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 1 |
| Q3 | 4 |
| 95-th percentile | 11 |
| Maximum | 41 |
| Range | 41 |
| Interquartile range (IQR) | 4 |
Descriptive statistics
| Standard deviation | 4.10465 |
|---|---|
| Coefficient of variation (CV) | 1.4986989 |
| Kurtosis | 6.6156812 |
| Mean | 2.7388089 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 2.2224454 |
| Sum | 27777 |
| Variance | 16.848152 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=34)
| Value | Count | Frequency (%) |
| 0 | 4730 | |
| 1 | 977 | 9.6% |
| 2 | 836 | 8.2% |
| 3 | 736 | 7.3% |
| 4 | 552 | 5.4% |
| 5 | 444 | 4.4% |
| 6 | 365 | 3.6% |
| 7 | 291 | 2.9% |
| 8 | 247 | 2.4% |
| 9 | 196 | 1.9% |
| Other values (24) | 768 | 7.6% |
| Value | Count | Frequency (%) |
| 0 | 4730 | |
| 1 | 977 | 9.6% |
| 2 | 836 | 8.2% |
| 3 | 736 | 7.3% |
| 4 | 552 | 5.4% |
| 5 | 444 | 4.4% |
| 6 | 365 | 3.6% |
| 7 | 291 | 2.9% |
| 8 | 247 | 2.4% |
| 9 | 196 | 1.9% |
| Value | Count | Frequency (%) |
| 41 | 1 | < 0.1% |
| 38 | 1 | < 0.1% |
| 33 | 1 | < 0.1% |
| 31 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 27 | 7 | |
| 26 | 7 | |
| 25 | 4 | |
| 24 | 2 | < 0.1% |
Econ
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 865 |
|---|---|
| Distinct (%) | 8.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.1384204 |
| Minimum | 0 |
|---|---|
| Maximum | 39 |
| Zeros | 3581 |
| Zeros (%) | 35.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 6.09 |
| Q3 | 8.13 |
| 95-th percentile | 11.6 |
| Maximum | 39 |
| Range | 39 |
| Interquartile range (IQR) | 8.13 |
Descriptive statistics
| Standard deviation | 4.4258416 |
|---|---|
| Coefficient of variation (CV) | 0.86132337 |
| Kurtosis | 0.70650169 |
| Mean | 5.1384204 |
| Median Absolute Deviation (MAD) | 3.24 |
| Skewness | 0.46078929 |
| Sum | 52113.86 |
| Variance | 19.588074 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3581 | |
| 8 | 153 | 1.5% |
| 6 | 149 | 1.5% |
| 7 | 147 | 1.4% |
| 9 | 132 | 1.3% |
| 10 | 92 | 0.9% |
| 11 | 83 | 0.8% |
| 5 | 82 | 0.8% |
| 6.5 | 71 | 0.7% |
| 12 | 66 | 0.7% |
| Other values (855) | 5586 |
| Value | Count | Frequency (%) |
| 0 | 3581 | |
| 0.5 | 1 | < 0.1% |
| 0.54 | 1 | < 0.1% |
| 1 | 7 | 0.1% |
| 1.33 | 1 | < 0.1% |
| 1.5 | 2 | < 0.1% |
| 1.63 | 1 | < 0.1% |
| 1.71 | 1 | < 0.1% |
| 1.85 | 1 | < 0.1% |
| 2 | 10 | 0.1% |
| Value | Count | Frequency (%) |
| 39 | 1 | < 0.1% |
| 36 | 1 | < 0.1% |
| 32 | 2 | < 0.1% |
| 28 | 2 | < 0.1% |
| 27.5 | 1 | < 0.1% |
| 27 | 2 | < 0.1% |
| 25.2 | 1 | < 0.1% |
| 25 | 2 | < 0.1% |
| 24 | 6 | |
| 23 | 2 | < 0.1% |
Cumulative Overs
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 1431 |
|---|---|
| Distinct (%) | 14.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 28.767423 |
| Minimum | 0 |
|---|---|
| Maximum | 394.2 |
| Zeros | 2943 |
| Zeros (%) | 29.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 10 |
| Q3 | 36 |
| 95-th percentile | 125.095 |
| Maximum | 394.2 |
| Range | 394.2 |
| Interquartile range (IQR) | 36 |
Descriptive statistics
| Standard deviation | 46.353249 |
|---|---|
| Coefficient of variation (CV) | 1.6113105 |
| Kurtosis | 10.226952 |
| Mean | 28.767423 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 2.8172928 |
| Sum | 291759.2 |
| Variance | 2148.6237 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2943 | |
| 1 | 312 | 3.1% |
| 4 | 256 | 2.5% |
| 2 | 232 | 2.3% |
| 3 | 196 | 1.9% |
| 8 | 162 | 1.6% |
| 11 | 139 | 1.4% |
| 7 | 138 | 1.4% |
| 6 | 138 | 1.4% |
| 5 | 133 | 1.3% |
| Other values (1421) | 5493 |
| Value | Count | Frequency (%) |
| 0 | 2943 | |
| 0.1 | 22 | 0.2% |
| 0.2 | 10 | 0.1% |
| 0.3 | 3 | < 0.1% |
| 0.4 | 3 | < 0.1% |
| 0.5 | 9 | 0.1% |
| 1 | 312 | 3.1% |
| 1.1 | 10 | 0.1% |
| 1.2 | 7 | 0.1% |
| 1.4 | 15 | 0.1% |
| Value | Count | Frequency (%) |
| 394.2 | 1 | |
| 390.1 | 1 | |
| 379 | 1 | |
| 373.7 | 1 | |
| 368 | 1 | |
| 358.2 | 1 | |
| 351.2 | 1 | |
| 347.3 | 1 | |
| 346.9 | 1 | |
| 344.8 | 1 |
Cumulative Wkts
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 123 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.4939854 |
| Minimum | 0 |
|---|---|
| Maximum | 136 |
| Zeros | 3743 |
| Zeros (%) | 36.9% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 3 |
| Q3 | 12 |
| 95-th percentile | 43 |
| Maximum | 136 |
| Range | 136 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 15.949708 |
|---|---|
| Coefficient of variation (CV) | 1.6799802 |
| Kurtosis | 10.826702 |
| Mean | 9.4939854 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.895038 |
| Sum | 96288 |
| Variance | 254.39317 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 3743 | |
| 1 | 673 | 6.6% |
| 2 | 495 | 4.9% |
| 3 | 492 | 4.9% |
| 4 | 395 | 3.9% |
| 5 | 358 | 3.5% |
| 6 | 299 | 2.9% |
| 7 | 268 | 2.6% |
| 9 | 240 | 2.4% |
| 8 | 233 | 2.3% |
| Other values (113) | 2946 |
| Value | Count | Frequency (%) |
| 0 | 3743 | |
| 1 | 673 | 6.6% |
| 2 | 495 | 4.9% |
| 3 | 492 | 4.9% |
| 4 | 395 | 3.9% |
| 5 | 358 | 3.5% |
| 6 | 299 | 2.9% |
| 7 | 268 | 2.6% |
| 8 | 233 | 2.3% |
| 9 | 240 | 2.4% |
| Value | Count | Frequency (%) |
| 136 | 1 | |
| 135 | 1 | |
| 132 | 1 | |
| 130 | 1 | |
| 128 | 1 | |
| 127 | 1 | |
| 124 | 1 | |
| 122 | 1 | |
| 121 | 1 | |
| 119 | 2 |
Cumulative Runs
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 1236 |
|---|---|
| Distinct (%) | 12.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 211.59712 |
| Minimum | 0 |
|---|---|
| Maximum | 3120 |
| Zeros | 2942 |
| Zeros (%) | 29.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 74 |
| Q3 | 266 |
| 95-th percentile | 912.9 |
| Maximum | 3120 |
| Range | 3120 |
| Interquartile range (IQR) | 266 |
Descriptive statistics
| Standard deviation | 340.81181 |
|---|---|
| Coefficient of variation (CV) | 1.6106637 |
| Kurtosis | 11.174738 |
| Mean | 211.59712 |
| Median Absolute Deviation (MAD) | 74 |
| Skewness | 2.9039924 |
| Sum | 2146018 |
| Variance | 116152.69 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2942 | |
| 15 | 57 | 0.6% |
| 11 | 54 | 0.5% |
| 22 | 54 | 0.5% |
| 12 | 46 | 0.5% |
| 21 | 43 | 0.4% |
| 17 | 42 | 0.4% |
| 48 | 42 | 0.4% |
| 14 | 40 | 0.4% |
| 16 | 39 | 0.4% |
| Other values (1226) | 6783 |
| Value | Count | Frequency (%) |
| 0 | 2942 | |
| 1 | 14 | 0.1% |
| 2 | 13 | 0.1% |
| 3 | 13 | 0.1% |
| 4 | 27 | 0.3% |
| 5 | 29 | 0.3% |
| 6 | 15 | 0.1% |
| 7 | 17 | 0.2% |
| 8 | 33 | 0.3% |
| 9 | 24 | 0.2% |
| Value | Count | Frequency (%) |
| 3120 | 1 | |
| 2997 | 1 | |
| 2874 | 1 | |
| 2854 | 1 | |
| 2771 | 1 | |
| 2730 | 1 | |
| 2666 | 1 | |
| 2584 | 1 | |
| 2578 | 1 | |
| 2534 | 1 |
Cumulative Inns
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 100 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.2816013 |
| Minimum | 0 |
|---|---|
| Maximum | 110 |
| Zeros | 2942 |
| Zeros (%) | 29.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 4 |
| Q3 | 12 |
| 95-th percentile | 39 |
| Maximum | 110 |
| Range | 110 |
| Interquartile range (IQR) | 12 |
Descriptive statistics
| Standard deviation | 13.828359 |
|---|---|
| Coefficient of variation (CV) | 1.4898679 |
| Kurtosis | 7.9363789 |
| Mean | 9.2816013 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 2.5194531 |
| Sum | 94134 |
| Variance | 191.22352 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2942 | |
| 1 | 826 | 8.1% |
| 2 | 621 | 6.1% |
| 3 | 537 | 5.3% |
| 4 | 490 | 4.8% |
| 5 | 412 | 4.1% |
| 6 | 345 | 3.4% |
| 8 | 296 | 2.9% |
| 7 | 291 | 2.9% |
| 9 | 259 | 2.6% |
| Other values (90) | 3123 |
| Value | Count | Frequency (%) |
| 0 | 2942 | |
| 1 | 826 | 8.1% |
| 2 | 621 | 6.1% |
| 3 | 537 | 5.3% |
| 4 | 490 | 4.8% |
| 5 | 412 | 4.1% |
| 6 | 345 | 3.4% |
| 7 | 291 | 2.9% |
| 8 | 296 | 2.9% |
| 9 | 259 | 2.6% |
| Value | Count | Frequency (%) |
| 110 | 1 | < 0.1% |
| 107 | 1 | < 0.1% |
| 105 | 2 | |
| 102 | 2 | |
| 98 | 1 | < 0.1% |
| 97 | 1 | < 0.1% |
| 96 | 1 | < 0.1% |
| 95 | 2 | |
| 93 | 1 | < 0.1% |
| 91 | 3 |
Cumulative Econ
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 2464 |
|---|---|
| Distinct (%) | 24.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 15.103907 |
| Minimum | 0 |
|---|---|
| Maximum | 60 |
| Zeros | 2942 |
| Zeros (%) | 29.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 17.666667 |
| Q3 | 23.724306 |
| 95-th percentile | 31 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range (IQR) | 23.724306 |
Descriptive statistics
| Standard deviation | 11.297759 |
|---|---|
| Coefficient of variation (CV) | 0.74800247 |
| Kurtosis | -1.0708861 |
| Mean | 15.103907 |
| Median Absolute Deviation (MAD) | 8.0416667 |
| Skewness | -0.10865802 |
| Sum | 153183.82 |
| Variance | 127.63937 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 2942 | |
| 24 | 96 | 0.9% |
| 19 | 90 | 0.9% |
| 15 | 89 | 0.9% |
| 17 | 86 | 0.8% |
| 21 | 85 | 0.8% |
| 16 | 85 | 0.8% |
| 22 | 80 | 0.8% |
| 14 | 79 | 0.8% |
| 23 | 74 | 0.7% |
| Other values (2454) | 6436 |
| Value | Count | Frequency (%) |
| 0 | 2942 | |
| 1 | 14 | 0.1% |
| 2 | 14 | 0.1% |
| 2.5 | 2 | < 0.1% |
| 2.666666667 | 1 | < 0.1% |
| 3 | 13 | 0.1% |
| 4 | 26 | 0.3% |
| 4.5 | 4 | < 0.1% |
| 4.714285714 | 2 | < 0.1% |
| 5 | 33 | 0.3% |
| Value | Count | Frequency (%) |
| 60 | 2 | |
| 58 | 1 | |
| 57 | 1 | |
| 55 | 1 | |
| 54 | 1 | |
| 52 | 1 | |
| 51 | 1 | |
| 50 | 1 | |
| 49.33333333 | 1 | |
| 49 | 1 |
Dis
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 71 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.2695721 |
| Minimum | 0 |
|---|---|
| Maximum | 86 |
| Zeros | 1858 |
| Zeros (%) | 18.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 8 |
| 95-th percentile | 24 |
| Maximum | 86 |
| Range | 86 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 8.5248813 |
|---|---|
| Coefficient of variation (CV) | 1.359723 |
| Kurtosis | 9.9643218 |
| Mean | 6.2695721 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.6971931 |
| Sum | 63586 |
| Variance | 72.673601 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1858 | |
| 1 | 1498 | |
| 2 | 1079 | |
| 3 | 876 | |
| 4 | 700 | 6.9% |
| 5 | 559 | 5.5% |
| 6 | 451 | 4.4% |
| 7 | 389 | 3.8% |
| 8 | 331 | 3.3% |
| 9 | 253 | 2.5% |
| Other values (61) | 2148 |
| Value | Count | Frequency (%) |
| 0 | 1858 | |
| 1 | 1498 | |
| 2 | 1079 | |
| 3 | 876 | |
| 4 | 700 | 6.9% |
| 5 | 559 | 5.5% |
| 6 | 451 | 4.4% |
| 7 | 389 | 3.8% |
| 8 | 331 | 3.3% |
| 9 | 253 | 2.5% |
| Value | Count | Frequency (%) |
| 86 | 1 | |
| 82 | 1 | |
| 79 | 1 | |
| 74 | 1 | |
| 69 | 1 | |
| 67 | 1 | |
| 65 | 1 | |
| 64 | 1 | |
| 63 | 1 | |
| 61 | 1 |
Ct
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 63 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.9727864 |
| Minimum | 0 |
|---|---|
| Maximum | 67 |
| Zeros | 1880 |
| Zeros (%) | 18.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 1 |
| median | 3 |
| Q3 | 8 |
| 95-th percentile | 22 |
| Maximum | 67 |
| Range | 67 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 7.9421442 |
|---|---|
| Coefficient of variation (CV) | 1.3297218 |
| Kurtosis | 8.398079 |
| Mean | 5.9727864 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 2.5466272 |
| Sum | 60576 |
| Variance | 63.077654 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1880 | |
| 1 | 1522 | |
| 2 | 1106 | |
| 3 | 868 | |
| 4 | 714 | 7.0% |
| 5 | 556 | 5.5% |
| 6 | 439 | 4.3% |
| 7 | 415 | 4.1% |
| 8 | 334 | 3.3% |
| 9 | 255 | 2.5% |
| Other values (53) | 2053 |
| Value | Count | Frequency (%) |
| 0 | 1880 | |
| 1 | 1522 | |
| 2 | 1106 | |
| 3 | 868 | |
| 4 | 714 | 7.0% |
| 5 | 556 | 5.5% |
| 6 | 439 | 4.3% |
| 7 | 415 | 4.1% |
| 8 | 334 | 3.3% |
| 9 | 255 | 2.5% |
| Value | Count | Frequency (%) |
| 67 | 1 | < 0.1% |
| 62 | 1 | < 0.1% |
| 61 | 1 | < 0.1% |
| 59 | 3 | |
| 58 | 3 | |
| 57 | 1 | < 0.1% |
| 56 | 1 | < 0.1% |
| 55 | 3 | |
| 54 | 1 | < 0.1% |
| 53 | 2 |
St
Real number (ℝ)
ZEROS
| Distinct | 24 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.29678564 |
| Minimum | 0 |
|---|---|
| Maximum | 25 |
| Zeros | 9333 |
| Zeros (%) | 92.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 2 |
| Maximum | 25 |
| Range | 25 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 1.4417211 |
|---|---|
| Coefficient of variation (CV) | 4.857786 |
| Kurtosis | 82.570561 |
| Mean | 0.29678564 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 7.8562612 |
| Sum | 3010 |
| Variance | 2.0785598 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 0 | 9333 | |
| 1 | 253 | 2.5% |
| 2 | 165 | 1.6% |
| 3 | 100 | 1.0% |
| 4 | 69 | 0.7% |
| 5 | 55 | 0.5% |
| 6 | 39 | 0.4% |
| 9 | 28 | 0.3% |
| 7 | 26 | 0.3% |
| 8 | 22 | 0.2% |
| Other values (14) | 52 | 0.5% |
| Value | Count | Frequency (%) |
| 0 | 9333 | |
| 1 | 253 | 2.5% |
| 2 | 165 | 1.6% |
| 3 | 100 | 1.0% |
| 4 | 69 | 0.7% |
| 5 | 55 | 0.5% |
| 6 | 39 | 0.4% |
| 7 | 26 | 0.3% |
| 8 | 22 | 0.2% |
| 9 | 28 | 0.3% |
| Value | Count | Frequency (%) |
| 25 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23 | 1 | < 0.1% |
| 22 | 4 | |
| 21 | 2 | |
| 20 | 1 | < 0.1% |
| 18 | 2 | |
| 17 | 1 | < 0.1% |
| 15 | 2 | |
| 14 | 4 |
D/I
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 899 |
|---|---|
| Distinct (%) | 8.9% |
| Missing | 4 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.33700448 |
| Minimum | 0 |
|---|---|
| Maximum | 4 |
| Zeros | 1854 |
| Zeros (%) | 18.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 79.4 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.13333333 |
| median | 0.29545455 |
| Q3 | 0.5 |
| 95-th percentile | 0.89392857 |
| Maximum | 4 |
| Range | 4 |
| Interquartile range (IQR) | 0.36666667 |
Descriptive statistics
| Standard deviation | 0.2969881 |
|---|---|
| Coefficient of variation (CV) | 0.88125863 |
| Kurtosis | 9.1919938 |
| Mean | 0.33700448 |
| Median Absolute Deviation (MAD) | 0.17174976 |
| Skewness | 1.9015685 |
| Sum | 3416.5514 |
| Variance | 0.088201934 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 1854 | 18.3% |
| 0.5 | 533 | 5.3% |
| 0.3333333333 | 530 | 5.2% |
| 0.25 | 385 | 3.8% |
| 0.2 | 310 | 3.1% |
| 1 | 257 | 2.5% |
| 0.1666666667 | 235 | 2.3% |
| 0.6666666667 | 194 | 1.9% |
| 0.4 | 191 | 1.9% |
| 0.1428571429 | 159 | 1.6% |
| Other values (889) | 5490 |
| Value | Count | Frequency (%) |
| 0 | 1854 | |
| 0.0243902439 | 1 | < 0.1% |
| 0.03125 | 1 | < 0.1% |
| 0.03225806452 | 1 | < 0.1% |
| 0.03333333333 | 2 | < 0.1% |
| 0.03703703704 | 1 | < 0.1% |
| 0.03846153846 | 3 | < 0.1% |
| 0.04166666667 | 2 | < 0.1% |
| 0.04347826087 | 2 | < 0.1% |
| 0.04545454545 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 4 | 1 | < 0.1% |
| 3 | 6 | 0.1% |
| 2.5 | 1 | < 0.1% |
| 2 | 22 | |
| 1.833333333 | 1 | < 0.1% |
| 1.8 | 1 | < 0.1% |
| 1.75 | 1 | < 0.1% |
| 1.714285714 | 1 | < 0.1% |
| 1.685714286 | 1 | < 0.1% |
| 1.673469388 | 1 | < 0.1% |
| Ave | Ct | Cum Ave | Cum Inns Total | Cum Runs Total | Cum SR | Cumulative Econ | Cumulative Inns | Cumulative Overs | Cumulative Runs | Cumulative Wkts | D/I | Dis | Econ | Inns | Mat | Overs | Runs | SR | Season | St | Wkts | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Ave | 1.000 | 0.357 | 0.843 | 0.499 | 0.720 | 0.701 | -0.318 | -0.144 | -0.177 | -0.179 | -0.162 | 0.288 | 0.360 | -0.245 | 0.612 | 0.366 | -0.193 | 0.906 | 0.792 | 0.035 | 0.147 | -0.166 |
| Ct | 0.357 | 1.000 | 0.455 | 0.808 | 0.706 | 0.378 | -0.065 | 0.301 | 0.265 | 0.260 | 0.280 | 0.690 | 0.996 | -0.109 | 0.435 | 0.446 | 0.054 | 0.433 | 0.337 | 0.084 | 0.247 | 0.075 |
| Cum Ave | 0.843 | 0.455 | 1.000 | 0.610 | 0.855 | 0.757 | -0.344 | -0.129 | -0.169 | -0.170 | -0.152 | 0.331 | 0.458 | -0.286 | 0.551 | 0.294 | -0.258 | 0.798 | 0.661 | 0.042 | 0.169 | -0.222 |
| Cum Inns Total | 0.499 | 0.808 | 0.610 | 1.000 | 0.906 | 0.503 | -0.145 | 0.245 | 0.196 | 0.197 | 0.204 | 0.327 | 0.805 | -0.162 | 0.640 | 0.501 | -0.033 | 0.620 | 0.432 | 0.097 | 0.202 | -0.013 |
| Cum Runs Total | 0.720 | 0.706 | 0.855 | 0.906 | 1.000 | 0.693 | -0.295 | 0.033 | -0.017 | -0.016 | -0.003 | 0.370 | 0.706 | -0.264 | 0.669 | 0.432 | -0.195 | 0.799 | 0.593 | 0.058 | 0.218 | -0.163 |
| Cum SR | 0.701 | 0.378 | 0.757 | 0.503 | 0.693 | 1.000 | -0.221 | -0.070 | -0.097 | -0.095 | -0.081 | 0.283 | 0.378 | -0.181 | 0.480 | 0.273 | -0.145 | 0.681 | 0.815 | 0.039 | 0.112 | -0.119 |
| Cumulative Econ | -0.318 | -0.065 | -0.344 | -0.145 | -0.295 | -0.221 | 1.000 | 0.730 | 0.775 | 0.804 | 0.716 | -0.226 | -0.086 | 0.748 | -0.238 | -0.004 | 0.739 | -0.345 | -0.173 | 0.068 | -0.325 | 0.642 |
| Cumulative Inns | -0.144 | 0.301 | -0.129 | 0.245 | 0.033 | -0.070 | 0.730 | 1.000 | 0.993 | 0.990 | 0.956 | -0.077 | 0.276 | 0.607 | -0.004 | 0.244 | 0.818 | -0.131 | -0.035 | 0.087 | -0.322 | 0.737 |
| Cumulative Overs | -0.177 | 0.265 | -0.169 | 0.196 | -0.017 | -0.097 | 0.775 | 0.993 | 1.000 | 0.995 | 0.966 | -0.095 | 0.240 | 0.609 | -0.040 | 0.224 | 0.846 | -0.170 | -0.058 | 0.076 | -0.325 | 0.767 |
| Cumulative Runs | -0.179 | 0.260 | -0.170 | 0.197 | -0.016 | -0.095 | 0.804 | 0.990 | 0.995 | 1.000 | 0.956 | -0.102 | 0.236 | 0.643 | -0.042 | 0.216 | 0.835 | -0.172 | -0.057 | 0.070 | -0.325 | 0.751 |
| Cumulative Wkts | -0.162 | 0.280 | -0.152 | 0.204 | -0.003 | -0.081 | 0.716 | 0.956 | 0.966 | 0.956 | 1.000 | -0.072 | 0.257 | 0.536 | -0.031 | 0.234 | 0.821 | -0.156 | -0.045 | 0.075 | -0.299 | 0.810 |
| D/I | 0.288 | 0.690 | 0.331 | 0.327 | 0.370 | 0.283 | -0.226 | -0.077 | -0.095 | -0.102 | -0.072 | 1.000 | 0.706 | -0.201 | 0.251 | 0.181 | -0.141 | 0.306 | 0.247 | 0.047 | 0.366 | -0.109 |
| Dis | 0.360 | 0.996 | 0.458 | 0.805 | 0.706 | 0.378 | -0.086 | 0.276 | 0.240 | 0.236 | 0.257 | 0.706 | 1.000 | -0.129 | 0.437 | 0.443 | 0.032 | 0.436 | 0.337 | 0.077 | 0.312 | 0.056 |
| Econ | -0.245 | -0.109 | -0.286 | -0.162 | -0.264 | -0.181 | 0.748 | 0.607 | 0.609 | 0.643 | 0.536 | -0.201 | -0.129 | 1.000 | -0.156 | -0.004 | 0.638 | -0.251 | -0.131 | 0.027 | -0.307 | 0.477 |
| Inns | 0.612 | 0.435 | 0.551 | 0.640 | 0.669 | 0.480 | -0.238 | -0.004 | -0.040 | -0.042 | -0.031 | 0.251 | 0.437 | -0.156 | 1.000 | 0.797 | 0.017 | 0.845 | 0.483 | 0.095 | 0.143 | 0.030 |
| Mat | 0.366 | 0.446 | 0.294 | 0.501 | 0.432 | 0.273 | -0.004 | 0.244 | 0.224 | 0.216 | 0.234 | 0.181 | 0.443 | -0.004 | 0.797 | 1.000 | 0.344 | 0.583 | 0.316 | 0.133 | 0.081 | 0.348 |
| Overs | -0.193 | 0.054 | -0.258 | -0.033 | -0.195 | -0.145 | 0.739 | 0.818 | 0.846 | 0.835 | 0.821 | -0.141 | 0.032 | 0.638 | 0.017 | 0.344 | 1.000 | -0.164 | -0.077 | 0.058 | -0.312 | 0.921 |
| Runs | 0.906 | 0.433 | 0.798 | 0.620 | 0.799 | 0.681 | -0.345 | -0.131 | -0.170 | -0.172 | -0.156 | 0.306 | 0.436 | -0.251 | 0.845 | 0.583 | -0.164 | 1.000 | 0.726 | 0.038 | 0.171 | -0.137 |
| SR | 0.792 | 0.337 | 0.661 | 0.432 | 0.593 | 0.815 | -0.173 | -0.035 | -0.058 | -0.057 | -0.045 | 0.247 | 0.337 | -0.131 | 0.483 | 0.316 | -0.077 | 0.726 | 1.000 | 0.044 | 0.098 | -0.056 |
| Season | 0.035 | 0.084 | 0.042 | 0.097 | 0.058 | 0.039 | 0.068 | 0.087 | 0.076 | 0.070 | 0.075 | 0.047 | 0.077 | 0.027 | 0.095 | 0.133 | 0.058 | 0.038 | 0.044 | 1.000 | 0.038 | 0.077 |
| St | 0.147 | 0.247 | 0.169 | 0.202 | 0.218 | 0.112 | -0.325 | -0.322 | -0.325 | -0.325 | -0.299 | 0.366 | 0.312 | -0.307 | 0.143 | 0.081 | -0.312 | 0.171 | 0.098 | 0.038 | 1.000 | -0.270 |
| Wkts | -0.166 | 0.075 | -0.222 | -0.013 | -0.163 | -0.119 | 0.642 | 0.737 | 0.767 | 0.751 | 0.810 | -0.109 | 0.056 | 0.477 | 0.030 | 0.348 | 0.921 | -0.137 | -0.056 | 0.077 | -0.270 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| player_id | Player | Country | Season | Mat | Inns | Runs | SR | Ave | Cum Ave | Cum Runs Total | Cum Inns Total | Cum SR | Overs | Wkts | Econ | Cumulative Overs | Cumulative Wkts | Cumulative Runs | Cumulative Inns | Cumulative Econ | Dis | Ct | St | D/I | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1d45c01a | A Andrews | Switzerland | 2021/22 | 3 | 1.0 | 0.0 | 0.00 | 0.00 | 0.00 | 0.0 | 1.0 | 0.00 | 10.0 | 4.0 | 6.1 | 10.0 | 4.0 | 61.0 | 3.0 | 20.333333 | 4.0 | 4.0 | 0.0 | 1.333333 |
| 1 | 1d45c01a | A Andrews | Switzerland | 2022 | 4 | 3.0 | 34.0 | 85.00 | 17.00 | 12.75 | 34.0 | 4.0 | 42.50 | 1.0 | 0.0 | 21.0 | 11.0 | 4.0 | 82.0 | 4.0 | 20.500000 | 7.0 | 7.0 | 0.0 | 1.000000 |
| 2 | 321be7e3 | A Ashok | New Zealand | 2023 | 1 | 0.0 | 0.0 | 0.00 | 0.00 | 0.00 | 0.0 | 0.0 | 0.00 | 4.0 | 1.0 | 7.0 | 4.0 | 1.0 | 28.0 | 1.0 | 28.000000 | 0.0 | 0.0 | 0.0 | 0.000000 |
| 3 | 58c2fac4 | A Athanaze | West Indies | 2024 | 4 | 4.0 | 75.0 | 122.95 | 25.00 | 25.00 | 75.0 | 4.0 | 122.95 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 2.0 | 2.0 | 0.0 | 0.500000 |
| 4 | 6ef13460 | A Balbirnie | Ireland | 2015 | 7 | 4.0 | 77.0 | 98.71 | 19.25 | 19.25 | 77.0 | 4.0 | 98.71 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 1.0 | 1.0 | 0.0 | 0.200000 |
| 5 | 6ef13460 | A Balbirnie | Ireland | 2015/16 | 3 | 3.0 | 7.0 | 43.75 | 2.33 | 12.00 | 84.0 | 7.0 | 71.23 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 3.0 | 3.0 | 0.0 | 0.375000 |
| 6 | 6ef13460 | A Balbirnie | Ireland | 2018 | 6 | 6.0 | 105.0 | 129.62 | 17.50 | 14.54 | 189.0 | 13.0 | 90.69 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 5.0 | 5.0 | 0.0 | 0.357143 |
| 7 | 6ef13460 | A Balbirnie | Ireland | 2018/19 | 6 | 6.0 | 177.0 | 143.90 | 29.50 | 19.26 | 366.0 | 19.0 | 104.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 7.0 | 7.0 | 0.0 | 0.350000 |
| 8 | 6ef13460 | A Balbirnie | Ireland | 2019 | 4 | 4.0 | 157.0 | 184.70 | 52.33 | 25.01 | 523.0 | 23.0 | 120.14 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 10.0 | 10.0 | 0.0 | 0.416667 |
| 9 | 6ef13460 | A Balbirnie | Ireland | 2019/20 | 17 | 16.0 | 422.0 | 122.31 | 28.13 | 26.29 | 945.0 | 39.0 | 120.50 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 16.0 | 16.0 | 0.0 | 0.390244 |
| player_id | Player | Country | Season | Mat | Inns | Runs | SR | Ave | Cum Ave | Cum Runs Total | Cum Inns Total | Cum SR | Overs | Wkts | Econ | Cumulative Overs | Cumulative Wkts | Cumulative Runs | Cumulative Inns | Cumulative Econ | Dis | Ct | St | D/I | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 10132 | dca8273d | Zubaidi Zulkifle | Malaysia | 2022 | 10 | 10.0 | 252.0 | 182.60 | 28.00 | 21.83 | 365.0 | 18.0 | 160.06 | 0.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 7.0 | 7.0 | 0.0 | 0.388889 |
| 10133 | dca8273d | Zubaidi Zulkifle | Malaysia | 2022/23 | 11 | 11.0 | 321.0 | 140.78 | 32.10 | 25.73 | 686.0 | 29.0 | 155.24 | 0.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 16.0 | 16.0 | 0.0 | 0.571429 |
| 10134 | dca8273d | Zubaidi Zulkifle | Malaysia | 2023 | 14 | 13.0 | 234.0 | 148.10 | 18.00 | 23.34 | 920.0 | 42.0 | 153.81 | 0.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 22.0 | 22.0 | 0.0 | 0.523810 |
| 10135 | dca8273d | Zubaidi Zulkifle | Malaysia | 2023/24 | 9 | 9.0 | 125.0 | 117.92 | 13.88 | 21.67 | 1045.0 | 51.0 | 147.83 | 0.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 24.0 | 24.0 | 0.0 | 0.470588 |
| 10136 | dca8273d | Zubaidi Zulkifle | Malaysia | 2024 | 8 | 8.0 | 138.0 | 117.94 | 19.71 | 21.40 | 1183.0 | 59.0 | 143.56 | 0.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 28.0 | 28.0 | 0.0 | 0.474576 |
| 10137 | 9124aa4c | Zuhaib Zubair | United Arab Emirates | 2023/24 | 2 | 1.0 | 13.0 | 144.44 | 13.00 | 13.00 | 13.0 | 1.0 | 144.44 | 6.0 | 0.0 | 8.00 | 6.0 | 0.0 | 48.0 | 2.0 | 24.000000 | 0.0 | 0.0 | 0.0 | 0.000000 |
| 10138 | 22ae4973 | Zuhair Muhammad | Saudi Arabia | 2023/24 | 2 | 2.0 | 7.0 | 43.75 | 3.50 | 3.50 | 7.0 | 2.0 | 43.75 | 0.0 | 0.0 | 0.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.000000 | 0.0 | 0.0 | 0.0 | 0.000000 |
| 10139 | 2d46e8ed | Zulqarnain Haider | Spain | 2019 | 4 | 1.0 | 0.0 | 0.00 | 0.00 | 0.00 | 0.0 | 1.0 | 0.00 | 10.0 | 3.0 | 5.30 | 10.0 | 3.0 | 53.0 | 4.0 | 13.250000 | 1.0 | 1.0 | 0.0 | 0.250000 |
| 10140 | 2d46e8ed | Zulqarnain Haider | Spain | 2019/20 | 1 | 0.0 | 0.0 | 0.00 | 0.00 | 0.00 | 0.0 | 1.0 | 0.00 | 3.0 | 0.0 | 2.33 | 13.0 | 3.0 | 60.0 | 5.0 | 12.000000 | 1.0 | 1.0 | 0.0 | 0.200000 |
| 10141 | 2d46e8ed | Zulqarnain Haider | Spain | 2022 | 6 | 3.0 | 8.0 | 66.66 | 4.00 | 3.00 | 8.0 | 4.0 | 22.22 | 15.0 | 5.0 | 6.06 | 28.0 | 8.0 | 151.0 | 11.0 | 13.727273 | 1.0 | 1.0 | 0.0 | 0.090909 |
Most frequently occurring
| player_id | Player | Country | Season | Mat | Inns | Runs | SR | Ave | Cum Ave | Cum Runs Total | Cum Inns Total | Cum SR | Overs | Wkts | Econ | Cumulative Overs | Cumulative Wkts | Cumulative Runs | Cumulative Inns | Cumulative Econ | Dis | Ct | St | D/I | # duplicates | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3a592d0d | D Samarawickrama | Italy | 2022/23 | 3 | 3.0 | 15.0 | 55.55 | 5.00 | 5.00 | 15.0 | 3.0 | 55.55 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00000 | 4 |
| 1 | 3d5d51a5 | T Marumani | Zimbabwe | 2021 | 11 | 11.0 | 118.0 | 92.18 | 10.72 | 10.72 | 118.0 | 11.0 | 92.18 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00000 | 4 |
| 2 | 3d5d51a5 | T Marumani | Zimbabwe | 2022 | 2 | 2.0 | 41.0 | 105.12 | 20.50 | 12.22 | 159.0 | 13.0 | 98.65 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00000 | 4 |
| 3 | 3d5d51a5 | T Marumani | Zimbabwe | 2022/23 | 3 | 3.0 | 11.0 | 61.11 | 3.66 | 10.62 | 170.0 | 16.0 | 86.14 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.06250 | 4 |
| 4 | 3d5d51a5 | T Marumani | Zimbabwe | 2023/24 | 8 | 8.0 | 123.0 | 132.25 | 17.57 | 12.94 | 293.0 | 24.0 | 97.67 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 3.0 | 3.0 | 0.0 | 0.12500 | 4 |
| 5 | 3d5d51a5 | T Marumani | Zimbabwe | 2024 | 7 | 7.0 | 120.0 | 104.34 | 17.14 | 13.89 | 413.0 | 31.0 | 99.00 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 5.0 | 5.0 | 0.0 | 0.16129 | 4 |
| 6 | 3d5d51a5 | T Marumani | Zimbabwe | 2024/25 | 5 | 5.0 | 216.0 | 222.68 | 54.00 | 19.46 | 629.0 | 36.0 | 119.61 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 9.0 | 7.0 | 2.0 | 0.25000 | 4 |
| 7 | 67a9fe72 | T Marumani | Zimbabwe | 2021 | 11 | 11.0 | 118.0 | 92.18 | 10.72 | 10.72 | 118.0 | 11.0 | 92.18 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00000 | 4 |
| 8 | 67a9fe72 | T Marumani | Zimbabwe | 2022 | 2 | 2.0 | 41.0 | 105.12 | 20.50 | 12.22 | 159.0 | 13.0 | 98.65 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.00000 | 4 |
| 9 | 67a9fe72 | T Marumani | Zimbabwe | 2022/23 | 3 | 3.0 | 11.0 | 61.11 | 3.66 | 10.62 | 170.0 | 16.0 | 86.14 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.06250 | 4 |